Use Cases

Built for teams working with
high-value documents

The industries below have one thing in common: the answer already exists somewhere in a contract, a report, or an email thread. The hard part is finding it and proving where it came from.

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Featured walkthrough Interactive
Construction

Every contract. Every clause. Every supplier.

Prime contracts, subcontracts, change orders, supplier emails, delivery receipts. Thalamus reads all of it, so your team can ask a question and get an answer that cites its source.

  • Track every build component down to its supplier, PO, and liability
  • Follow flow-down provisions from the prime contract to a single clause
  • Score clause risk against your own schema, with the rewrite suggested
Explore the interactive walkthrough

Where else Thalamus earns its keep

Purpose-built for the industries where document accuracy is non-negotiable.

AI SaaS Platforms

Ship document intelligence as a feature without standing up a retrieval team behind it.

  • Ship AI search, chat, and document analysis without building RAG from scratch
  • Scale ingestion and retrieval as your customer base grows
  • Focus engineering on product differentiation, not infrastructure
Legal & Contract Intelligence

Find the clause that matters across a portfolio, with the citation attached.

  • Surface critical clauses instantly across thousands of contracts
  • Reduce review time without missing risk
  • Power AI assistants your clients can actually trust
Financial Services & Compliance

Answer regulator-grade questions from filings and reports without guesswork.

  • Retrieve precise answers across filings, reports, and regulatory docs
  • Maintain audit trails for every AI-generated response
  • Avoid hallucinations in regulated workflows

What every use case has in common

Different industries, same four requirements. Thalamus ships all of them out of the box.

Answers that cite their source

Every response points back to the document, section, and page it came from.

Whatever format it arrives in

Scanned PDFs, drawings, spreadsheets, email threads, images, and video are all ingested natively.

Your schema

Risk categories, entity types, and scoring rules are defined by your team, not ours.

Auditable by default

Retrieval and generation events are logged, so you can show your work when it counts.

Don't see your use case? Bring it to us.

Bring one project's documents. We'll show you what your team could ask, and what it gets back.

Request a Demo